Machinery Fault Dataset
Induction Motor Faults Database
@kaggle.uysalserkan_fault_induction_motor_dataset
Induction Motor Faults Database
@kaggle.uysalserkan_fault_induction_motor_dataset
This database is composed of 1951 multivariate time-series acquired by sensors on a SpectraQuest's Machinery Fault Simulator (MFS) Alignment-Balance-Vibration (ABVT). The 1951 comprises six different simulated states: normal function, imbalance fault, horizontal and vertical misalignment faults and, inner and outer bearing faults. This section describes the database. For more info please check here.
CREATE TABLE n_39_3216 (
"n__0_71479" DOUBLE -- -0.71479,
"n_1_1243" DOUBLE -- 1.1243,
"n_0_59226" DOUBLE -- 0.59226,
"n_0_0073884" DOUBLE -- 0.0073884,
"n__0_19082" DOUBLE -- -0.19082,
"n__0_044179" DOUBLE -- -0.044179,
"n_0_13569" DOUBLE -- 0.13569,
"n__0_096425" DOUBLE -- -0.096425
);
CREATE TABLE n_39_5264 (
"n__0_67495" DOUBLE -- -0.67495,
"n_0_84515" DOUBLE -- 0.84515,
"n__0_24353" DOUBLE -- -0.24353,
"n__0_50612" DOUBLE -- -0.50612,
"n__0_016905" DOUBLE -- -0.016905,
"n__0_043518" DOUBLE -- -0.043518,
"n_0_011785" DOUBLE -- 0.011785,
"n__0_075008" DOUBLE -- -0.075008
);
CREATE TABLE n_39_7312 (
"n__0_68758" DOUBLE -- -0.68758,
"n_1_6512" DOUBLE -- 1.6512,
"n__1_0151" DOUBLE -- -1.0151,
"n__0_3888" DOUBLE -- -0.3888,
"n__0_037194" DOUBLE -- -0.037194,
"n__0_051418" DOUBLE -- -0.051418,
"n__2_4197" DOUBLE -- -2.4197,
"n_0_11933" DOUBLE -- 0.11933
);
CREATE TABLE n_39_936 (
"n__0_7142" DOUBLE -- -0.7142,
"n_0_57712" DOUBLE -- 0.57712,
"n_0_14275" DOUBLE -- 0.14275,
"n_0_31734" DOUBLE -- 0.31734,
"n_0_073528" DOUBLE -- 0.073528,
"n_0_040878" DOUBLE -- 0.040878,
"n_0_78042" DOUBLE -- 0.78042,
"n__0_023363" DOUBLE -- -0.023363
);
CREATE TABLE n_40_1408 (
"n__0_4373" DOUBLE -- -0.4373,
"n__0_31879" DOUBLE -- -0.31879,
"n_0_11136" DOUBLE -- 0.11136,
"n__0_35161" DOUBLE -- -0.35161,
"n__0_27723" DOUBLE -- -0.27723,
"n__0_031254" DOUBLE -- -0.031254,
"n__2_6208" DOUBLE -- -2.6208,
"n_0_044418" DOUBLE -- 0.044418
);
CREATE TABLE n_40_3456 (
"n_4_3941" DOUBLE -- 4.3941,
"n_0_34946" DOUBLE -- 0.34946,
"n__0_97829" DOUBLE -- -0.97829,
"n__0_73324" DOUBLE -- -0.73324,
"n_0_055102" DOUBLE -- 0.055102,
"n__0_0090689" DOUBLE -- -0.0090689,
"n__4_1282" DOUBLE -- -4.1282,
"n__0_1931" DOUBLE -- -0.1931
);
CREATE TABLE n_40_5504 (
"n__0_69939" DOUBLE -- -0.69939,
"n_0_40118" DOUBLE -- 0.40118,
"n_0_20731" DOUBLE -- 0.20731,
"n__0_086334" DOUBLE -- -0.086334,
"n_0_14477" DOUBLE -- 0.14477,
"n_0_034666" DOUBLE -- 0.034666,
"n_0_062338" DOUBLE -- 0.062338,
"n__0_22052" DOUBLE -- -0.22052
);
CREATE TABLE n_40_7552 (
"n__0_52383" DOUBLE -- -0.52383,
"n__0_46511" DOUBLE -- -0.46511,
"n__0_8615" DOUBLE -- -0.8615,
"n__0_75508" DOUBLE -- -0.75508,
"n_0_071903" DOUBLE -- 0.071903,
"n__0_0097043" DOUBLE -- -0.0097043,
"n__0_67069" DOUBLE -- -0.67069,
"n_0_26017" DOUBLE -- 0.26017
);
CREATE TABLE n_41_1648 (
"n__0_68736" DOUBLE -- -0.68736,
"n__0_52401" DOUBLE -- -0.52401,
"n__0_41442" DOUBLE -- -0.41442,
"n_0_19869" DOUBLE -- 0.19869,
"n_0_056072" DOUBLE -- 0.056072,
"n_0_0072508" DOUBLE -- 0.0072508,
"n__0_097862" DOUBLE -- -0.097862,
"n__0_19592" DOUBLE -- -0.19592
);
CREATE TABLE n_41_3696 (
"n__0_85854" DOUBLE -- -0.85854,
"n_1_311" DOUBLE -- 1.311,
"n__1_4332" DOUBLE -- -1.4332,
"n__0_29954" DOUBLE -- -0.29954,
"n_0_13145" DOUBLE -- 0.13145,
"n__0_0037231" DOUBLE -- -0.0037231,
"n__2_4688" DOUBLE -- -2.4688,
"n__0_047555" DOUBLE -- -0.047555
);
CREATE TABLE n_41_5744 (
"n_4_3857" DOUBLE -- 4.3857,
"n_0_4511" DOUBLE -- 0.4511,
"n__1_1711" DOUBLE -- -1.1711,
"n__0_49526" DOUBLE -- -0.49526,
"n_0_11066" DOUBLE -- 0.11066,
"n_0_027158" DOUBLE -- 0.027158,
"n__1_2794" DOUBLE -- -1.2794,
"n_0_21522" DOUBLE -- 0.21522
);
CREATE TABLE n_41_7792 (
"n__0_6836" DOUBLE -- -0.6836,
"n__0_84888" DOUBLE -- -0.84888,
"n_0_099247" DOUBLE -- 0.099247,
"n_0_050152" DOUBLE -- 0.050152,
"n_0_044313" DOUBLE -- 0.044313,
"n__0_0027477" DOUBLE -- -0.0027477,
"n__0_38349" DOUBLE -- -0.38349,
"n__0_18183" DOUBLE -- -0.18183
);
CREATE TABLE n_42_1888 (
"n__0_68498" DOUBLE -- -0.68498,
"n__0_16327" DOUBLE -- -0.16327,
"n_0_11849" DOUBLE -- 0.11849,
"n_0_078015" DOUBLE -- 0.078015,
"n_0_1377" DOUBLE -- 0.1377,
"n_0_041924" DOUBLE -- 0.041924,
"n__0_31601" DOUBLE -- -0.31601,
"n__0_010439" DOUBLE -- -0.010439
);
CREATE TABLE n_42_3936 (
"n__0_68436" DOUBLE -- -0.68436,
"n_0_046082" DOUBLE -- 0.046082,
"n__0_070945" DOUBLE -- -0.070945,
"n__0_0058042" DOUBLE -- -0.0058042,
"n_0_03667" DOUBLE -- 0.03667,
"n_0_011493" DOUBLE -- 0.011493,
"n__0_70945" DOUBLE -- -0.70945,
"n__0_15471" DOUBLE -- -0.15471
);
CREATE TABLE n_42_5984 (
"n__0_97476" DOUBLE -- -0.97476,
"n_0_4426" DOUBLE -- 0.4426,
"n__1_0396" DOUBLE -- -1.0396,
"n__0_40364" DOUBLE -- -0.40364,
"n_0_069206" DOUBLE -- 0.069206,
"n_0_00026853" DOUBLE -- 0.00026853,
"n__0_89519" DOUBLE -- -0.89519,
"n__0_29656" DOUBLE -- -0.29656
);
CREATE TABLE n_43_008 (
"n__0_70656" DOUBLE -- -0.70656,
"n__1_8472" DOUBLE -- -1.8472,
"n_1_1517" DOUBLE -- 1.1517,
"n_1_0815" DOUBLE -- 1.0815,
"n__0_021786" DOUBLE -- -0.021786,
"n_0_0084765" DOUBLE -- 0.0084765,
"n_0_84626" DOUBLE -- 0.84626,
"n__0_083258" DOUBLE -- -0.083258
);
CREATE TABLE n_43_2128 (
"n__0_4601" DOUBLE -- -0.4601,
"n_0_54087" DOUBLE -- 0.54087,
"n_0_52888" DOUBLE -- 0.52888,
"n__0_025959" DOUBLE -- -0.025959,
"n__0_078522" DOUBLE -- -0.078522,
"n_0_015273" DOUBLE -- 0.015273,
"n_0_026966" DOUBLE -- 0.026966,
"n_0_22155" DOUBLE -- 0.22155
);
CREATE TABLE n_43_4176 (
"n__0_754" DOUBLE -- -0.754,
"n__1_0519" DOUBLE -- -1.0519,
"n_0_71586" DOUBLE -- 0.71586,
"n__0_043108" DOUBLE -- -0.043108,
"n__0_10578" DOUBLE -- -0.10578,
"n__0_034572" DOUBLE -- -0.034572,
"n_0_81176" DOUBLE -- 0.81176,
"n__0_059164" DOUBLE -- -0.059164
);
CREATE TABLE n_43_6224 (
"n__0_56872" DOUBLE -- -0.56872,
"n_0_81434" DOUBLE -- 0.81434,
"n__0_18083" DOUBLE -- -0.18083,
"n__0_3657" DOUBLE -- -0.3657,
"n_0_095962" DOUBLE -- 0.095962,
"n_0_02119" DOUBLE -- 0.02119,
"n__1_1409" DOUBLE -- -1.1409,
"n__0_1928" DOUBLE -- -0.1928
);
CREATE TABLE n_43_8272 (
"n__0_68286" DOUBLE -- -0.68286,
"n__0_53856" DOUBLE -- -0.53856,
"n_2_0331" DOUBLE -- 2.0331,
"n__0_16321" DOUBLE -- -0.16321,
"n__0_018749" DOUBLE -- -0.018749,
"n_0_0012632" DOUBLE -- 0.0012632,
"n__0_66215" DOUBLE -- -0.66215,
"n__0_22697" DOUBLE -- -0.22697
);
CREATE TABLE n_44_4416 (
"n__0_96995" DOUBLE -- -0.96995,
"n_0_094838" DOUBLE -- 0.094838,
"n_1_0047" DOUBLE -- 1.0047,
"n_0_26888" DOUBLE -- 0.26888,
"n__0_010233" DOUBLE -- -0.010233,
"n__0_00099571" DOUBLE -- -0.00099571,
"n_1_4511" DOUBLE -- 1.4511,
"n__0_070286" DOUBLE -- -0.070286
);
CREATE TABLE n_44_6464 (
"n__0_69845" DOUBLE -- -0.69845,
"n__0_08871" DOUBLE -- -0.08871,
"n_0_80368" DOUBLE -- 0.80368,
"n__0_40162" DOUBLE -- -0.40162,
"n_0_031237" DOUBLE -- 0.031237,
"n_0_047713" DOUBLE -- 0.047713,
"n_1_0329" DOUBLE -- 1.0329,
"n_0_015967" DOUBLE -- 0.015967
);
CREATE TABLE n_44_8512 (
"n__0_58623" DOUBLE -- -0.58623,
"n_0_97341" DOUBLE -- 0.97341,
"n_0_76029" DOUBLE -- 0.76029,
"n__0_42697" DOUBLE -- -0.42697,
"n_0_17518" DOUBLE -- 0.17518,
"n_0_066414" DOUBLE -- 0.066414,
"n__0_8979" DOUBLE -- -0.8979,
"n__0_22459" DOUBLE -- -0.22459
);
CREATE TABLE n_45_4656 (
"n__0_62563" DOUBLE -- -0.62563,
"n_1_0938" DOUBLE -- 1.0938,
"n__0_21572" DOUBLE -- -0.21572,
"n__0_16995" DOUBLE -- -0.16995,
"n_0_044043" DOUBLE -- 0.044043,
"n__0_0035755" DOUBLE -- -0.0035755,
"n__0_77875" DOUBLE -- -0.77875,
"n_0_048945" DOUBLE -- 0.048945
);
CREATE TABLE n_45_6704 (
"n_4_3459" DOUBLE -- 4.3459,
"n_0_67784" DOUBLE -- 0.67784,
"n__2_493" DOUBLE -- -2.493,
"n__0_10224" DOUBLE -- -0.10224,
"n_0_02836" DOUBLE -- 0.02836,
"n__0_039558" DOUBLE -- -0.039558,
"n__1_9059" DOUBLE -- -1.9059,
"n_0_088835" DOUBLE -- 0.088835
);
Anyone who has the link will be able to view this.